311 lines
12 KiB
C++
311 lines
12 KiB
C++
// Copyright (C) 2018-2021 Intel Corporation
|
|
// SPDX-License-Identifier: Apache-2.0
|
|
//
|
|
|
|
#include <gtest/gtest.h>
|
|
|
|
#include "openvino/op/shape_of.hpp"
|
|
#include "openvino/op/constant.hpp"
|
|
#include "base_reference_test.hpp"
|
|
|
|
using namespace reference_tests;
|
|
using namespace ov;
|
|
|
|
namespace {
|
|
|
|
struct ShapeOfParamsV1 {
|
|
template <class IT, class OT>
|
|
ShapeOfParamsV1(const Shape& input_shape,
|
|
const Shape& expected_shape,
|
|
const element::Type& input_type,
|
|
const element::Type& expected_type,
|
|
const std::vector<IT>& input_value,
|
|
const std::vector<OT>& expected_value)
|
|
: m_input_shape(input_shape),
|
|
m_expected_shape(expected_shape),
|
|
m_input_type(input_type),
|
|
m_expected_type(expected_type),
|
|
m_input_value(CreateTensor(input_shape, input_type, input_value)),
|
|
m_expected_value(CreateTensor(expected_shape, expected_type, expected_value)) {}
|
|
|
|
Shape m_input_shape;
|
|
Shape m_expected_shape;
|
|
element::Type m_input_type;
|
|
element::Type m_expected_type;
|
|
runtime::Tensor m_input_value;
|
|
runtime::Tensor m_expected_value;
|
|
};
|
|
|
|
struct ShapeOfParamsV3 {
|
|
template <class IT, class OT1, class OT2>
|
|
ShapeOfParamsV3(const Shape& input_shape,
|
|
const Shape& expected_shape,
|
|
const element::Type& input_type,
|
|
const element::Type& expected_type1,
|
|
const element::Type& expected_type2,
|
|
const std::vector<IT>& input_value,
|
|
const std::vector<OT1>& expected_value1,
|
|
const std::vector<OT2>& expected_value2)
|
|
: m_input_shape(input_shape),
|
|
m_expected_shape(expected_shape),
|
|
m_input_type(input_type),
|
|
m_expected_type1(expected_type1),
|
|
m_expected_type2(expected_type2),
|
|
m_input_value(CreateTensor(input_shape, input_type, input_value)),
|
|
m_expected_value1(CreateTensor(expected_shape, expected_type1, expected_value1)),
|
|
m_expected_value2(CreateTensor(expected_shape, expected_type2, expected_value2)) {}
|
|
|
|
Shape m_input_shape;
|
|
Shape m_expected_shape;
|
|
element::Type m_input_type;
|
|
element::Type m_expected_type1;
|
|
element::Type m_expected_type2;
|
|
runtime::Tensor m_input_value;
|
|
runtime::Tensor m_expected_value1;
|
|
runtime::Tensor m_expected_value2;
|
|
};
|
|
|
|
class ReferenceShapeOfV1LayerTest : public testing::TestWithParam<ShapeOfParamsV1>, public CommonReferenceTest {
|
|
public:
|
|
void SetUp() override {
|
|
const auto params = GetParam();
|
|
function = CreateFunction(params.m_input_type, params.m_input_shape);
|
|
inputData = {params.m_input_value};
|
|
refOutData = {params.m_expected_value};
|
|
}
|
|
|
|
static std::string getTestCaseName(const testing::TestParamInfo<ShapeOfParamsV1>& obj) {
|
|
const auto param = obj.param;
|
|
std::ostringstream result;
|
|
|
|
result << "input_shape=" << param.m_input_shape << "; ";
|
|
result << "output_shape=" << param.m_expected_shape << "; ";
|
|
result << "input_type=" << param.m_input_type << "; ";
|
|
result << "output_type=" << param.m_expected_type;
|
|
|
|
return result.str();
|
|
}
|
|
|
|
private:
|
|
static std::shared_ptr<Function> CreateFunction(const element::Type& input_type, const Shape& input_shape) {
|
|
const auto in = std::make_shared<op::v0::Parameter>(input_type, input_shape);
|
|
const auto shapeof = std::make_shared<op::v0::ShapeOf>(in);
|
|
return std::make_shared<Function>(NodeVector{shapeof}, ParameterVector{in});
|
|
}
|
|
};
|
|
|
|
class ReferenceShapeOfV3LayerTest : public testing::TestWithParam<ShapeOfParamsV3>, public CommonReferenceTest {
|
|
public:
|
|
void SetUp() override {
|
|
const auto params = GetParam();
|
|
function = CreateFunction(params.m_input_type, params.m_input_shape);
|
|
inputData = {params.m_input_value};
|
|
refOutData = {params.m_expected_value1, params.m_expected_value2};
|
|
}
|
|
|
|
static std::string getTestCaseName(const testing::TestParamInfo<ShapeOfParamsV3>& obj) {
|
|
const auto param = obj.param;
|
|
std::ostringstream result;
|
|
|
|
result << "input_shape=" << param.m_input_shape << "; ";
|
|
result << "output_shape=" << param.m_expected_shape << "; ";
|
|
result << "input_type=" << param.m_input_type << "; ";
|
|
result << "output_type1=" << param.m_expected_type1 << "; ";
|
|
result << "output_type2=" << param.m_expected_type2 << "; ";
|
|
|
|
return result.str();
|
|
}
|
|
|
|
private:
|
|
static std::shared_ptr<Function> CreateFunction(const element::Type& input_type, const Shape& input_shape) {
|
|
const auto in = std::make_shared<op::v0::Parameter>(input_type, input_shape);
|
|
const auto shapeof1 = std::make_shared<op::v3::ShapeOf>(in);
|
|
const auto shapeof2 = std::make_shared<op::v3::ShapeOf>(in, element::Type_t::i32);
|
|
return std::make_shared<Function>(OutputVector{shapeof1, shapeof2}, ParameterVector{in});
|
|
}
|
|
};
|
|
|
|
TEST_P(ReferenceShapeOfV1LayerTest, CompareWithHardcodedRefs) {
|
|
Exec();
|
|
}
|
|
|
|
TEST_P(ReferenceShapeOfV3LayerTest, CompareWithHardcodedRefs) {
|
|
Exec();
|
|
}
|
|
|
|
template <element::Type_t IT, element::Type_t OT>
|
|
std::vector<ShapeOfParamsV1> generateParamsForShapeOfSmall_V1() {
|
|
using T1 = typename element_type_traits<IT>::value_type;
|
|
using T2 = typename element_type_traits<OT>::value_type;
|
|
|
|
std::vector<ShapeOfParamsV1> params{
|
|
ShapeOfParamsV1(Shape{2},
|
|
Shape{1},
|
|
IT,
|
|
OT,
|
|
std::vector<T1>{2, 0},
|
|
std::vector<T2>{2}),
|
|
ShapeOfParamsV1(Shape{2, 4},
|
|
Shape{2},
|
|
IT,
|
|
OT,
|
|
std::vector<T1>{2 * 4, 0},
|
|
std::vector<T2>{2, 4})
|
|
};
|
|
|
|
return params;
|
|
}
|
|
|
|
template <element::Type_t IT, element::Type_t OT>
|
|
std::vector<ShapeOfParamsV1> generateParamsForShapeOfBig_V1() {
|
|
using T1 = typename element_type_traits<IT>::value_type;
|
|
using T2 = typename element_type_traits<OT>::value_type;
|
|
|
|
std::vector<ShapeOfParamsV1> params{
|
|
ShapeOfParamsV1(Shape{2},
|
|
Shape{1},
|
|
IT,
|
|
OT,
|
|
std::vector<T1>{2, 0},
|
|
std::vector<T2>{2}),
|
|
ShapeOfParamsV1(Shape{2, 4},
|
|
Shape{2},
|
|
IT,
|
|
OT,
|
|
std::vector<T1>{2 * 4, 0},
|
|
std::vector<T2>{2, 4}),
|
|
ShapeOfParamsV1(Shape{2, 4, 8, 16, 32},
|
|
Shape{5},
|
|
IT,
|
|
OT,
|
|
std::vector<T1>{2 * 4 * 8 * 16 * 32, 0},
|
|
std::vector<T2>{2, 4, 8, 16, 32})};
|
|
|
|
return params;
|
|
}
|
|
|
|
template <element::Type_t IT, element::Type_t OT1, element::Type_t OT2>
|
|
std::vector<ShapeOfParamsV3> generateParamsForShapeOfSmall_V3() {
|
|
using T1 = typename element_type_traits<IT>::value_type;
|
|
using T2 = typename element_type_traits<OT1>::value_type;
|
|
using T3 = typename element_type_traits<OT2>::value_type;
|
|
|
|
std::vector<ShapeOfParamsV3> params{
|
|
ShapeOfParamsV3(Shape{2},
|
|
Shape{1},
|
|
IT,
|
|
OT1,
|
|
OT2,
|
|
std::vector<T1>{2, 0},
|
|
std::vector<T2>{2},
|
|
std::vector<T3>{2}),
|
|
ShapeOfParamsV3(Shape{2, 4},
|
|
Shape{2},
|
|
IT,
|
|
OT1,
|
|
OT2,
|
|
std::vector<T1>{2 * 4, 0},
|
|
std::vector<T2>{2, 4},
|
|
std::vector<T3>{2, 4})
|
|
};
|
|
|
|
return params;
|
|
}
|
|
|
|
template <element::Type_t IT, element::Type_t OT1, element::Type_t OT2>
|
|
std::vector<ShapeOfParamsV3> generateParamsForShapeOfBig_V3() {
|
|
using T1 = typename element_type_traits<IT>::value_type;
|
|
using T2 = typename element_type_traits<OT1>::value_type;
|
|
using T3 = typename element_type_traits<OT2>::value_type;
|
|
|
|
std::vector<ShapeOfParamsV3> params{
|
|
ShapeOfParamsV3(Shape{2},
|
|
Shape{1},
|
|
IT,
|
|
OT1,
|
|
OT2,
|
|
std::vector<T1>{2, 0},
|
|
std::vector<T2>{2},
|
|
std::vector<T3>{2}),
|
|
ShapeOfParamsV3(Shape{2, 4},
|
|
Shape{2},
|
|
IT,
|
|
OT1,
|
|
OT2,
|
|
std::vector<T1>{2 * 4, 0},
|
|
std::vector<T2>{2, 4},
|
|
std::vector<T3>{2, 4}),
|
|
ShapeOfParamsV3(Shape{2, 4, 8, 16, 32},
|
|
Shape{5},
|
|
IT,
|
|
OT1,
|
|
OT2,
|
|
std::vector<T1>{2 * 4 * 8 * 16 * 32, 0},
|
|
std::vector<T2>{2, 4, 8, 16, 32},
|
|
std::vector<T3>{2, 4, 8, 16, 32})
|
|
};
|
|
|
|
return params;
|
|
}
|
|
|
|
std::vector<ShapeOfParamsV1> generateCombinedParamsForShapeOfV1() {
|
|
const std::vector<std::vector<ShapeOfParamsV1>> allTypeParams{
|
|
generateParamsForShapeOfBig_V1<element::Type_t::f32, element::Type_t::i64>(),
|
|
generateParamsForShapeOfBig_V1<element::Type_t::f16, element::Type_t::i64>(),
|
|
generateParamsForShapeOfBig_V1<element::Type_t::bf16, element::Type_t::i64>(),
|
|
generateParamsForShapeOfBig_V1<element::Type_t::i64, element::Type_t::i64>(),
|
|
generateParamsForShapeOfBig_V1<element::Type_t::i32, element::Type_t::i64>(),
|
|
generateParamsForShapeOfBig_V1<element::Type_t::u64, element::Type_t::i64>(),
|
|
generateParamsForShapeOfBig_V1<element::Type_t::u32, element::Type_t::i64>(),
|
|
generateParamsForShapeOfSmall_V1<element::Type_t::i16, element::Type_t::i64>(),
|
|
generateParamsForShapeOfSmall_V1<element::Type_t::i8, element::Type_t::i64>(),
|
|
generateParamsForShapeOfSmall_V1<element::Type_t::u16, element::Type_t::i64>(),
|
|
generateParamsForShapeOfSmall_V1<element::Type_t::u8, element::Type_t::i64>()
|
|
};
|
|
|
|
std::vector<ShapeOfParamsV1> combinedParams;
|
|
|
|
for (const auto& params : allTypeParams) {
|
|
combinedParams.insert(combinedParams.end(), params.begin(), params.end());
|
|
}
|
|
|
|
return combinedParams;
|
|
}
|
|
|
|
std::vector<ShapeOfParamsV3> generateCombinedParamsForShapeOfV3() {
|
|
const std::vector<std::vector<ShapeOfParamsV3>> allTypeParams{
|
|
generateParamsForShapeOfBig_V3<element::Type_t::f32, element::Type_t::i64, element::Type_t::i32>(),
|
|
generateParamsForShapeOfBig_V3<element::Type_t::f16, element::Type_t::i64, element::Type_t::i32>(),
|
|
generateParamsForShapeOfBig_V3<element::Type_t::bf16, element::Type_t::i64, element::Type_t::i32>(),
|
|
generateParamsForShapeOfBig_V3<element::Type_t::i64, element::Type_t::i64, element::Type_t::i32>(),
|
|
generateParamsForShapeOfBig_V3<element::Type_t::i32, element::Type_t::i64, element::Type_t::i32>(),
|
|
generateParamsForShapeOfBig_V3<element::Type_t::u64, element::Type_t::i64, element::Type_t::i32>(),
|
|
generateParamsForShapeOfBig_V3<element::Type_t::u32, element::Type_t::i64, element::Type_t::i32>(),
|
|
generateParamsForShapeOfSmall_V3<element::Type_t::i16, element::Type_t::i64, element::Type_t::i32>(),
|
|
generateParamsForShapeOfSmall_V3<element::Type_t::i8, element::Type_t::i64, element::Type_t::i32>(),
|
|
generateParamsForShapeOfSmall_V3<element::Type_t::u16, element::Type_t::i64, element::Type_t::i32>(),
|
|
generateParamsForShapeOfSmall_V3<element::Type_t::u8, element::Type_t::i64, element::Type_t::i32>()
|
|
};
|
|
|
|
std::vector<ShapeOfParamsV3> combinedParams;
|
|
|
|
for (const auto& params : allTypeParams) {
|
|
combinedParams.insert(combinedParams.end(), params.begin(), params.end());
|
|
}
|
|
|
|
return combinedParams;
|
|
}
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
smoke_ShapeOf_With_Hardcoded_Refs,
|
|
ReferenceShapeOfV1LayerTest,
|
|
::testing::ValuesIn(generateCombinedParamsForShapeOfV1()),
|
|
ReferenceShapeOfV1LayerTest::getTestCaseName);
|
|
|
|
INSTANTIATE_TEST_SUITE_P(
|
|
smoke_ShapeOf_With_Hardcoded_Refs,
|
|
ReferenceShapeOfV3LayerTest,
|
|
::testing::ValuesIn(generateCombinedParamsForShapeOfV3()),
|
|
ReferenceShapeOfV3LayerTest::getTestCaseName);
|
|
|
|
} // namespace
|